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Network datasets

Data description

This collection of network data related to my research is anecdotal in the sense that it does not attempt to be systematic or comprehensive. Please cite the respective references given below when using the data in research, presentations and publications.

Network data is provided in the GRAPHML format that is widely supported by software packages and graphical user interfaces for network analysis and visualization such as Gephi, CGV and pyunicorn. Exemplary visualizations are provided with some of the network datasets.

Functional networks

Climate networksClimate network constructed from NCEP/NCAR reanalysis 1 surface air temperature data.

Network data sets analyzed and visualized in the following publication: Nocke et al., Nonlin. Proc. Geophys. 22,  545-570, 2015.

  1. Surface air temperature climate network based on NCEP/NCAR Reanalysis 1 data. Download
  2. Coupled climate network from geopotential height data on two isobaric surfaces based on NCEP/NCAR Reanalysis 1 data. Download

The climate network visualization to the right has been created with CGV (Tominski et al., 2011).

Recurrence networks

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Visibility graphs

Additional node attributes: time, valueStandard visibility graph constructed from GISP2 ice core oxygen isotope data.

  1. Standard visibility graph based on paleoclimate data: North Greenland Ice Core Project Members (2007): 50 year means of oxygen isotope data from ice core NGRIP. doi:10.1594/PANGAEA.586886. (as in Donner and Donges, Acta Geophysica 60, 589-623, 2012). Download
  2. Standard visibility graph based on paleoclimate data: Dykoski, C.A., et al. 2006. Dongge Cave Stalagmite Holocene and Deglacial Oxygen Isotope Data. IGBP PAGES/World Data Center for Paleoclimatology Data Contribution Series # 2006-099. NOAA/NCDC Paleoclimatology Program, Boulder CO, USA. (as in Donner and Donges, Acta Geophysica 60, 589-623, 2012). Download

Structural networks

Infrastructure

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